Current Data

Reserves with submissions this round:
Reserve Submission ISCO Tank
ELK X X
GND
GRB
GTM X X X
HEE X X
LKS
MAR X X
NIW
OWC X X
PDB X X X
SAP X X
WEL X X
WKB


The greatest value of a picture is when it forces us to notice what we never expected to see.

John W. Tukey


All Data

Contains all data from both ISCO and tank collection methods from all reserves that submitted data.

All

Reserve and Methods

Current Data with reserves and the methods pulled out.

Interference Parameters

Had to filter to remove turbidity values > 240 NTU due to an outlier.

Still

Interactive

ISCO Only

Contains only data submitted as part of ISCO collections.

All

Reserve Single

All Reserves (w/stats)

All Reserves (no stats)

Interference

Had to filter to remove turbidity values > 240 NTU due to an outlier.

Tank Only

Contains only data submitted as part of ISCO collections.

All

Reserve Single

All Reserves (w/stats)

All Reserves (no stats)

Interference

Session Info

## R version 4.0.2 (2020-06-22)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 17763)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=English_United States.1252 
## [2] LC_CTYPE=English_United States.1252   
## [3] LC_MONETARY=English_United States.1252
## [4] LC_NUMERIC=C                          
## [5] LC_TIME=English_United States.1252    
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] kableExtra_1.3.4 knitr_1.31       scales_1.1.1     plotly_4.9.2.1  
##  [5] cowplot_1.0.0    here_1.0.1       ggpubr_0.4.0     forcats_0.5.1   
##  [9] stringr_1.4.0    purrr_0.3.4      readr_1.4.0      tidyr_1.1.3     
## [13] tibble_3.1.0     ggplot2_3.3.3    tidyverse_1.3.1  janitor_2.1.0   
## [17] dplyr_1.0.5      readxl_1.3.1    
## 
## loaded via a namespace (and not attached):
##  [1] nlme_3.1-148      fs_1.4.1          lubridate_1.7.10  webshot_0.5.2    
##  [5] httr_1.4.2        rprojroot_2.0.2   tools_4.0.2       backports_1.1.7  
##  [9] utf8_1.1.4        R6_2.5.0          DBI_1.1.1         lazyeval_0.2.2   
## [13] mgcv_1.8-31       colorspace_2.0-0  withr_2.4.1       tidyselect_1.1.0 
## [17] curl_4.3          compiler_4.0.2    cli_2.5.0         rvest_1.0.0      
## [21] xml2_1.3.2        labeling_0.4.2    systemfonts_0.2.3 digest_0.6.27    
## [25] foreign_0.8-79    rmarkdown_2.6     svglite_1.2.3.2   rio_0.5.16       
## [29] pkgconfig_2.0.3   htmltools_0.5.1.1 dbplyr_2.1.1      highr_0.8        
## [33] htmlwidgets_1.5.1 rlang_0.4.10      rstudioapi_0.13   generics_0.1.0   
## [37] farver_2.1.0      jsonlite_1.7.2    crosstalk_1.1.1   zip_2.0.4        
## [41] car_3.0-8         magrittr_2.0.1    polynom_1.4-0     Matrix_1.2-18    
## [45] Rcpp_1.0.6        munsell_0.5.0     fansi_0.4.2       abind_1.4-5      
## [49] gdtools_0.2.2     lifecycle_1.0.0   stringi_1.5.3     yaml_2.2.1       
## [53] snakecase_0.11.0  carData_3.0-4     grid_4.0.2        crayon_1.4.1     
## [57] lattice_0.20-41   haven_2.3.1       splines_4.0.2     hms_1.0.0        
## [61] pillar_1.6.0      ggsignif_0.6.0    reprex_2.0.0      glue_1.4.2       
## [65] evaluate_0.14     data.table_1.14.0 modelr_0.1.8      vctrs_0.3.6      
## [69] cellranger_1.1.0  gtable_0.3.0      assertthat_0.2.1  xfun_0.20        
## [73] openxlsx_4.1.5    broom_0.7.6       rstatix_0.6.0     viridisLite_0.3.0
## [77] ellipsis_0.3.1